ECCV

The Value of Out-of-Distribution Data

Ashwin De Silva, Rahul Ramesh, Carey E. Priebe, Pratik Chaudhari, Joshua T. Vogelstein

Comments Previous versions of this work have been presented at the Out-of-Distribution Generalization in Computer Vision (OOD-CV) Workshop (ECCV 2022) and the Workshop on Distribution Shifts (NeurIPS 2022)

Journal ref Proceedings of the 40th International Conference on Machine Learning, PMLR 202:7366-7389, 2023

One Ontology to Rule Them All: Corner Case Scenarios for Autonomous Driving

Daniel Bogdoll, Stefani Guneshka, J. Marius Zöllner

Comments Daniel Bogdoll and Stefani Guneshka contributed equally. Accepted for publication at ECCV 2022 SAIAD workshop

Doc2Graph: a Task Agnostic Document Understanding Framework based on Graph Neural Networks

Andrea Gemelli, Sanket Biswas, Enrico Civitelli, Josep Lladós, Simone Marinai

Comments TiE ECCV 2022

Journal ref Computer Vision -- ECCV 2022 Workshops, vol. 13804, 2023, pp. 329-344

kMaX-DeepLab: k-means Mask Transformer

Qihang Yu, Huiyu Wang, Siyuan Qiao, Maxwell Collins, Yukun Zhu, Hartwig Adam, Alan Yuille, Liang-Chieh Chen

Comments ECCV 2022. arXiv v2: add results on ADE20K. arXiv v3: fix appendix. v4: fix typo. v5: add PyTorch re-implementation. Codes and models are available at TensorFlow: https://github.com/google-research/deeplab2 PyTorch: https://github.com/bytedance/kmax-deeplab

S3C: Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental Learning

Jayateja Kalla, Soma Biswas

Comments Accepted in ECCV 2022

VSA: Learning Varied-Size Window Attention in Vision Transformers

Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao

Comments 23 pages, 13 tables, and 5 figures; ECCV 2022 version

Rethinking Closed-loop Training for Autonomous Driving

Chris Zhang, Runsheng Guo, Wenyuan Zeng, Yuwen Xiong, Binbin Dai, Rui Hu, Mengye Ren, Raquel Urtasun

Comments ECCV 2022

Continual Inference: A Library for Efficient Online Inference with Deep Neural Networks in PyTorch

Lukas Hedegaard, Alexandros Iosifidis

Comments 1- pages, 5 figures, 1 table

Journal ref Computer Vision - ECCV 2022 Workshops. ECCV 2022

Learning Point-Language Hierarchical Alignment for 3D Visual Grounding

Jiaming Chen, Weixin Luo, Ran Song, Xiaolin Wei, Lin Ma, Wei Zhang

Comments Champion on ECCV 2022 ScanRefer Challenge

CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation

Yunyao Mao, Wengang Zhou, Zhenbo Lu, Jiajun Deng, Houqiang Li

Comments To appear in ECCV 2022 (Oral)

PrivHAR: Recognizing Human Actions From Privacy-preserving Lens

Carlos Hinojosa, Miguel Marquez, Henry Arguello, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles

Comments Oral paper presented at European Conference on Computer Vision (ECCV) 2022, in Tel Aviv, Israel

Journal ref Computer Vision--ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23--27, 2022, Proceedings, Part IV

AdaAfford: Learning to Adapt Manipulation Affordance for 3D Articulated Objects via Few-shot Interactions

Yian Wang, Ruihai Wu, Kaichun Mo, Jiaqi Ke, Qingnan Fan, Leonidas Guibas, Hao Dong

Comments ECCV 2022

Domain Decorrelation with Potential Energy Ranking

Sen Pei, Jiaxi Sun, Richard Yi Da Xu, Shiming Xiang, Gaofeng Meng

Comments 2022 ECCV jury award, accepted by AAAI 2023

Journal ref AAAI 2023 Oral

Bootstrap Generalization Ability from Loss Landscape Perspective

Huanran Chen, Shitong Shao, Ziyi Wang, Zirui Shang, Jin Chen, Xiaofeng Ji, Xinxiao Wu

Comments 18 pages, 4 figures, Accepted by ECCV Workshop2022

LA3: Efficient Label-Aware AutoAugment

Mingjun Zhao, Shan Lu, Zixuan Wang, Xiaoli Wang, Di Niu

Comments ECCV 2022

TokenMix: Rethinking Image Mixing for Data Augmentation in Vision Transformers

Jihao Liu, Boxiao Liu, Hang Zhou, Hongsheng Li, Yu Liu

Comments ECCV 2022; Code: https://github.com/Sense-X/TokenMix

Multi-domain Learning for Updating Face Anti-spoofing Models

Xiao Guo, Yaojie Liu, Anil Jain, Xiaoming Liu

Comments To appear at ECCV 2022 as an oral presentation. The SiW-Mv2 dataset is detailed in the Appendix

EvAC3D: From Event-based Apparent Contours to 3D Models via Continuous Visual Hulls

Ziyun Wang, Kenneth Chaney, Kostas Daniilidis

Comments 16 pages, 8 figures, European Conference on Computer Vision (ECCV) 2022

PREF: Predictability Regularized Neural Motion Fields

Liangchen Song, Xuan Gong, Benjamin Planche, Meng Zheng, David Doermann, Junsong Yuan, Terrence Chen, Ziyan Wu

Comments Accepted at ECCV 2022 (oral). Paper + supplementary material

Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid

Jun Gao, Zian Wang, Jinchen Xuan, Sanja Fidler

Comments ECCV 2020

Human Trajectory Prediction via Neural Social Physics

Jiangbei Yue, Dinesh Manocha, He Wang

Comments ECCV 2022

Vision Transformer with Quadrangle Attention

Qiming Zhang, Jing Zhang, Yufei Xu, Dacheng Tao

Comments 15 pages, the extension of the ECCV 2022 paper (VSA: Learning Varied-Size Window Attention in Vision Transformers)

Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning

Yuxiao Chen, Long Zhao, Jianbo Yuan, Yu Tian, Zhaoyang Xia, Shijie Geng, Ligong Han, Dimitris N. Metaxas

Comments Accepted to ECCV 2022

DynaST: Dynamic Sparse Transformer for Exemplar-Guided Image Generation

Songhua Liu, Jingwen Ye, Sucheng Ren, Xinchao Wang

Comments ECCV 2022

k-SALSA: k-anonymous synthetic averaging of retinal images via local style alignment

Minkyu Jeon, Hyeonjin Park, Hyunwoo J. Kim, Michael Morley, Hyunghoon Cho

Comments European Conference on Computer Vision (ECCV), 2022

QFT: Post-training quantization via fast joint finetuning of all degrees of freedom

Alex Finkelstein, Ella Fuchs, Idan Tal, Mark Grobman, Niv Vosco, Eldad Meller

Comments Presented at CADL2022 workshop at ECCV2022

Journal ref Computer Vision - {ECCV} 2022 Workshops - Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part {VII}

GAN Cocktail: mixing GANs without dataset access

Omri Avrahami, Dani Lischinski, Ohad Fried

Comments ECCV 2022. Project page is available at: https://omriavrahami.com/GAN-cocktail-page/

DISP6D: Disentangled Implicit Shape and Pose Learning for Scalable 6D Pose Estimation

Yilin Wen, Xiangyu Li, Hao Pan, Lei Yang, Zheng Wang, Taku Komura, Wenping Wang

Comments Accepted by European Conference on Computer Vision, 2022; Project page: https://fylwen.github.io/disp6d.html

On-the-go Reflectance Transformation Imaging with Ordinary Smartphones

Mara Pistellato, Filippo Bergamasco

Comments VISART VI - Workshop at the European Conference of Computer Vision (ECCV)

Journal ref ECCV 2022 Workshops. ECCV 2022. Lecture Notes in Computer Science, vol 13801

Joint Learning of Localized Representations from Medical Images and Reports

Philip Müller, Georgios Kaissis, Congyu Zou, Daniel Rueckert

Comments Accepted at ECCV 2022

Journal ref Computer Vision - ECCV 2022, pp. 685-701